John Upton

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Optimization Model

Electricity Consumption

Forecast Models

Statistical Machine Learning

Top Venues

Comput. Electron. Agric.

AALTD@ECML/PKDD

Publications

Fergal Buckley, John Upton, Ryan Prendergast, Laurence Shalloo, Michael D. Murphy
Farm electricity system simulator (FESS): A platform for simulating electricity utilisation on dairy farms. Comput. Electron. Agric. 221 (2024)
Changhong Jin, John Upton, Brian Mac Namee
Do Cows Have Fingerprints? Using Time Series Techniques and Milk Flow Profiles to Characterise Cow Milking Performance and Detect Health Issues. AALTD@ECML/PKDD (2023)
M. Breen, John Upton, Michael D. Murphy
Development of a discrete infrastructure optimization model for economic assessment on dairy farms (DIOMOND). Comput. Electron. Agric. 156 (2019)
Fan Zhang, John Upton, Laurence Shalloo, Michael D. Murphy
Effect of parity weighting on milk production forecast models. Comput. Electron. Agric. 157 (2019)
Philip Shine, T. Scully, John Upton, Michael D. Murphy
Multiple linear regression modelling of on-farm direct water and electricity consumption on pasture based dairy farms. Comput. Electron. Agric. 148 (2018)
Philip Shine, Michael D. Murphy, John Upton, T. Scully
Machine-learning algorithms for predicting on-farm direct water and electricity consumption on pasture based dairy farms. Comput. Electron. Agric. 150 (2018)
Fan Zhang, Michael D. Murphy, Laurence Shalloo, Elodie Ruelle, John Upton
An automatic model configuration and optimization system for milk production forecasting. Comput. Electron. Agric. 128 (2016)